To generate the soundscapes for DESED-FL, sound events and background noises are sourced from DESED [1]}. URBAN-FL soundscapes are generated using sound events from URBAN-8K [2]}, and background noises from IUSD [3]}. The sound event and noise classes for each dataset are listed in Table REF .
